# databricks_create_quality_monitor

A write tool on the Databricks MCP Server MCP server.

Agent View of the PolicyLayer registry record for `databricks_create_quality_monitor`. HTML page: https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-create-quality-monitor

## Facts

- Tool: `databricks_create_quality_monitor`
- Server: Databricks MCP Server (`pypi:databricks-sdk-mcp`) — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp.md
- Install: `npx -y pypi:databricks-sdk-mcp`
- Homepage: https://github.com/pramodbhatofficial/databricks-mcp-server
- Risk category: Write (Medium risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "databricks_create_quality_monitor",
    "arguments": {}
  }
}
```

## Why databricks_create_quality_monitor is rated Medium

The tool creates a new quality monitor, which is a reversible write operation. It adds a new monitoring resource to the Databricks workspace but does not execute arbitrary queries, delete data, or move money. The empty description reduces confidence slightly, but the 'create' action clearly falls into the Write category.

From the tool's own definition: "Tool name 'databricks_create_quality_monitor' indicates creation of a quality monitor resource. The 'create' verb indicates a write operation that creates a new entity in Databricks. Description is empty, limiting evidence specificity."

## Use case

AI agents use databricks_create_quality_monitor to create or update resources in Databricks MCP Server, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Databricks MCP Server environment.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Databricks MCP Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "databricks_create_quality_monitor": {
      "limits": [
        {
          "counter": "databricks_create_quality_monitor_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on Databricks MCP Server (261)

- `databricks_dbfs_delete` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-dbfs-delete.md
- `databricks_delete_app` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-app.md
- `databricks_delete_catalog` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-catalog.md
- `databricks_delete_connection` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-connection.md
- `databricks_delete_database_instance` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-database-instance.md
- `databricks_delete_experiment` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-experiment.md
- `databricks_delete_external_location` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-external-location.md
- `databricks_delete_function` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-function.md
- `databricks_delete_git_credential` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-git-credential.md
- `databricks_delete_global_init_script` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-global-init-script.md
- `databricks_delete_group` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-group.md
- `databricks_delete_instance_pool` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-instance-pool.md
- `databricks_delete_job` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-job.md
- `databricks_delete_metastore` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-metastore.md
- `databricks_delete_online_table` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-online-table.md
- `databricks_delete_pipeline` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-pipeline.md
- `databricks_delete_quality_monitor` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-quality-monitor.md
- `databricks_delete_recipient` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-recipient.md
- `databricks_delete_registered_model` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-registered-model.md
- `databricks_delete_run` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-run.md
- `databricks_delete_schema` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-schema.md
- `databricks_delete_secret` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-secret.md
- `databricks_delete_secret_scope` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-secret-scope.md
- `databricks_delete_service_principal` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-service-principal.md
- `databricks_delete_serving_endpoint` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-serving-endpoint.md
- `databricks_delete_share` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-share.md
- `databricks_delete_storage_credential` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-storage-credential.md
- `databricks_delete_table` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-table.md
- `databricks_delete_token` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-token.md
- `databricks_delete_token_management` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-token-management.md
- …and 231 more: https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=io-github-pramodbhatofficial-databricks-sdk-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-pramodbhatofficial-databricks-sdk-mcp